25 citations · 30 across the 2 of their papers we have counts for
4 papers
Mining Software Repositories with a Collaborative Heuristic Repository
Hlib Babii, Julian Aron Prenner, Laurin Stricker +3
Many software engineering studies or tasks rely on categorizing software engineering artifacts. In practice, this is done either by defining simple but often imprecise heuristics,…
Improving Predictability of User-Affecting Metrics to Support Anomaly Detection in Cloud Services
Vilc Rufino, Mateus Nogueira, Alberto Avritzer +7
Anomaly detection systems aim to detect and report attacks or unexpected behavior in networked systems. Previous work has shown that anomalies have an impact on system performance,…
Big Code != Big Vocabulary: Open-Vocabulary Models for Source Code
Rafael-Michael Karampatsis, Hlib Babii, Romain Robbes +2
Statistical language modeling techniques have successfully been applied to large source code corpora, yielding a variety of new software development tools, such as tools for code s…
Modeling Vocabulary for Big Code Machine Learning
Hlib Babii, Andrea Janes, Romain Robbes
When building machine learning models that operate on source code, several decisions have to be made to model source-code vocabulary. These decisions can have a large impact: some…